Individual-Based Model to Simulate Crowd Dynamics Using Artificial Potential Fields

نویسنده

  • Mohamed H. Mabrouk
چکیده

Crowd dynamics has been investigated for several years by many researchers. Computer based models prove to offer the optimum way to simulate the crowd dynamics especially in situations that need simulation of realistic behaviour such as in the emergency situations. In this paper, an individual-based model to simulate the behaviour of human crowd is developed. Using the artificial potential fields, a new approach to link the behaviour of each member in the crowd and the components of the environment is presented. Generalized Morse potential (GMP) is used to describe the interaction forces between each member and the environment on one side and amongst the crowd members on the other side to add realistic flavour to the predicted crowd behaviour along with simple calculations that are required especially for crowds with large number of individuals. Numerical results that match the observations of human crowd behaviour prove the efficiency and applicability of the model .

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Microsoft Word - Camera ready - IJCS_2012_11_27a_third

The fact that some facilities are usually overcrowded with human individuals drags the attention to the need for developing reliable models that can be used for the prediction of human crowd behavior especially during evacuation processes in emergency situations. In this paper, a new model that depends on using the artificial potential fields (APF) to simulate the crowd behavior is presented. T...

متن کامل

Mechanical System Modelling of Robot Dynamics Using a Mass/Pulley Model

The well-known electro-mechanical analogy that equates current, voltage, resistance, inductance and capacitance to force, velocity, damping, spring constant and mass has a shortcoming in that mass can only be used to simulate a capacitor which has one terminal connected to ground. A new model that was previously proposed by the authors that combines a mass with a pulley (MP) is shown to simulat...

متن کامل

A Data-driven Method for Crowd Simulation using a Holonification Model

In this paper, we present a data-driven method for crowd simulation with holonification model. With this extra module, the accuracy of simulation will increase and it generates more realistic behaviors of agents. First, we show how to use the concept of holon in crowd simulation and how effective it is. For this reason, we use simple rules for holonification. Using real-world data, we model the...

متن کامل

Electronical and Mechanical System Modeling of Robot Dynamics Using a Mass/Pulley Model

The well-known electro-mechanical analogy that equates current, voltage, resistance, inductance and capacitance to force, velocity, damping, spring constant and mass has a shortcoming in that mass can only be used to simulate a capacitor which has one terminal connected to ground. A new model that was previously proposed by the authors that combines a mass with a pulley (MP) is shown to simulat...

متن کامل

MengeROS: a Crowd Simulation Tool for Autonomous Robot Navigation

While effective navigation in large, crowded environments is essential for an autonomous robot, preliminary testing to support it requires simulation across a broad range of crowd scenarios. Most available simulation tools provide either realistic crowds without robots or realistic robots without realistic crowds. This paper introduces MengeROS, a flexible 2-dimensional simulator that realistic...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011